A Novel Sequential Coreset Method For Gradient Descent Algorithms | 0 | 0.34 | 2021 |
Defending SVMs against poisoning attacks - the hardness and DBSCAN approach. | 0 | 0.34 | 2021 |
A Unified Framework for Clustering Constrained Data Without Locality Property. | 0 | 0.34 | 2020 |
Layered Sampling for Robust Optimization Problems | 0 | 0.34 | 2020 |
Learning the truth vector in high dimensions. | 0 | 0.34 | 2020 |
A Sub-linear Time Framework for Geometric Optimization with Outliers in High Dimensions | 0 | 0.34 | 2020 |
On Metric DBSCAN with Low Doubling Dimension | 0 | 0.34 | 2020 |
Greedy Strategy Works for Clustering with Outliers and Coresets Construction. | 0 | 0.34 | 2019 |
Minimum Enclosing Ball Revisited: Stability and Sub-linear Time Algorithms. | 0 | 0.34 | 2019 |
A Practical Framework for Solving Center-Based Clustering with Outliers. | 0 | 0.34 | 2019 |
Greedy Strategy Works for k-Center Clustering with Outliers and Coreset Construction. | 0 | 0.34 | 2019 |
On Geometric Alignment in Low Doubling Dimension | 0 | 0.34 | 2018 |
Faster balanced clusterings in high dimension | 1 | 0.36 | 2018 |
Solving Minimum Enclosing Ball with Outliers: Algorithm, Implementation, and Application. | 0 | 0.34 | 2018 |
On Geometric Prototype And Applications. | 0 | 0.34 | 2018 |
Faster Algorithm for Truth Discovery via Range Cover. | 1 | 0.35 | 2017 |
FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems. | 3 | 0.39 | 2017 |
Balanced k-Center Clustering When k Is A Constant. | 1 | 0.35 | 2017 |
Novel Geometric Approach for Global Alignment of PPI Networks. | 1 | 0.35 | 2017 |
Capacitated Center Problems with Two-Sided Bounds and Outliers. | 2 | 0.38 | 2017 |
Distributed and Robust Support Vector Machine. | 0 | 0.34 | 2016 |
Chromatic kernel and its applications | 0 | 0.34 | 2016 |
\(K\)-Means Clustering with Distributed Dimensions. | 1 | 0.36 | 2016 |
Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach. | 1 | 0.35 | 2016 |
Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance. | 3 | 0.40 | 2016 |
Mining k-median chromosome association graphs from a population of heterogeneous cells | 0 | 0.34 | 2015 |
A unified framework for clustering constrained data without locality property | 4 | 0.38 | 2015 |
Random Gradient Descent Tree: A Combinatorial Approach For Svm With Outliers | 3 | 0.39 | 2015 |
Truth Discovery on Crowd Sensing of Correlated Entities | 50 | 1.19 | 2015 |
Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems | 3 | 0.38 | 2014 |
Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle. | 0 | 0.34 | 2014 |
k-Prototype Learning for 3D Rigid Structures. | 0 | 0.34 | 2013 |
FPTAS for Minimizing Earth Mover's Distance under Rigid Transformations. | 3 | 0.39 | 2013 |
Gauging Association Patterns of Chromosome Territories via Chromatic Median | 3 | 0.48 | 2013 |
Chromatic $k$-Mean Clustering in High Dimensional Space | 0 | 0.34 | 2012 |
Efficient searching of globally optimal and smooth multisurfaces with shape priors | 0 | 0.34 | 2012 |
Robust Projective Clustering Under $L_{2}$ Norm | 0 | 0.34 | 2012 |
Solving the chromatic cone clustering problem via minimum spanning sphere | 8 | 0.45 | 2011 |
Faster segmentation algorithm for optical coherence tomography images with guaranteed smoothness | 3 | 0.45 | 2011 |